Best TWAS P=2.52e-17 · Best GWAS P=3.99e-13 conditioned to 0.00907
# | Study | Tissue | Gene | h2 | eQTL R2 | model | # weights | model R2 | model R2 P | eQTL GWAS Z | TWAS Z | TWAS P | Top SNP corr | PP3 | PP4 | joint |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | CommonMind | Brain Pre-frontal Cortex | ALPK3 | 0.14 | 0.13 | lasso | 7 | 0.15 | 5.8e-18 | -4.5 | 5.5 | 4.9e-08 | -0.01 | 0.04 | 0.96 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | BTBD1 | 0.07 | 0.01 | bslmm | 356 | 0.04 | 1.7e-05 | -5.0 | -8.5 | 2.5e-17 | 0.60 | 0.21 | 0.72 | TRUE |
3 | GTEx | Adipose Subcutaneous | BTBD1 | 0.06 | 0.08 | lasso | 4 | 0.06 | 5.8e-06 | 5.9 | -6.0 | 2.5e-09 | 0.59 | 0.94 | 0.04 | FALSE |
4 | GTEx | Adipose Subcutaneous | WHAMM | 0.46 | 0.45 | lasso | 3 | 0.47 | 2.7e-42 | -5.0 | 5.8 | 8.2e-09 | -0.41 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RP11-152F13.7 | 0.14 | 0.01 | enet | 12 | 0.07 | 1.9e-04 | -2.3 | -5.5 | 4.1e-08 | 0.63 | 0.14 | 0.19 | FALSE |
6 | GTEx | Adrenal Gland | RP11-152F13.7 | 0.26 | 0.07 | enet | 19 | 0.09 | 3.3e-04 | 4.3 | -5.3 | 1.0e-07 | 0.47 | 0.09 | 0.17 | FALSE |
7 | GTEx | Artery Tibial | BTBD1 | 0.10 | 0.09 | lasso | 3 | 0.08 | 6.0e-07 | 6.0 | -5.9 | 4.1e-09 | 0.58 | 0.94 | 0.05 | FALSE |
8 | GTEx | Artery Tibial | AP3B2 | 0.18 | 0.17 | enet | 12 | 0.15 | 6.7e-12 | 4.3 | 5.1 | 2.8e-07 | -0.34 | 1.00 | 0.00 | FALSE |
9 | GTEx | Brain Cerebellum | SCAND2P | 0.18 | 0.10 | lasso | 4 | 0.11 | 4.5e-04 | -4.5 | -5.4 | 6.9e-08 | 0.00 | 0.03 | 0.92 | FALSE |
10 | GTEx | Brain Cortex | BTBD1 | 0.33 | 0.13 | lasso | 5 | 0.22 | 7.9e-07 | 4.3 | -5.7 | 1.5e-08 | 0.42 | 0.20 | 0.06 | FALSE |
11 | GTEx | Brain Frontal Cortex BA9 | BTBD1 | 0.12 | 0.01 | enet | 19 | 0.02 | 8.4e-02 | 4.6 | -5.4 | 5.3e-08 | 0.55 | 0.11 | 0.16 | FALSE |
12 | GTEx | Breast Mammary Tissue (Male) | BTBD1 | 0.08 | -0.01 | lasso | 3 | 0.00 | 2.4e-01 | -4.9 | -6.7 | 1.7e-11 | 0.31 | 0.04 | 0.06 | FALSE |
13 | GTEx | Colon Transverse | RP11-152F13.7 | 0.38 | 0.16 | enet | 34 | 0.17 | 1.5e-08 | 4.3 | -6.0 | 2.1e-09 | 0.49 | 0.96 | 0.01 | FALSE |
14 | GTEx | Esophagus Gastroesophageal Junction | RP11-382A20.2 | 0.13 | 0.03 | enet | 20 | 0.07 | 1.1e-03 | 1.1 | 6.3 | 2.8e-10 | -0.52 | 0.10 | 0.24 | FALSE |
15 | GTEx | Esophagus Mucosa | HDGFRP3 | 0.20 | 0.12 | lasso | 8 | 0.09 | 2.3e-06 | 4.8 | 5.3 | 1.4e-07 | -0.49 | 0.99 | 0.00 | FALSE |
16 | GTEx | Esophagus Mucosa | RP11-152F13.7 | 0.41 | 0.32 | enet | 30 | 0.41 | 4.9e-29 | 4.5 | -5.7 | 1.4e-08 | 0.49 | 1.00 | 0.00 | FALSE |
17 | GTEx | Esophagus Muscularis | BTBD1 | 0.08 | 0.06 | lasso | 5 | 0.04 | 2.5e-03 | 5.8 | -5.7 | 9.1e-09 | 0.58 | 0.42 | 0.38 | FALSE |
18 | GTEx | Heart Left Ventricle | RP11-152F13.7 | 0.12 | 0.04 | enet | 13 | 0.10 | 6.0e-06 | -1.9 | -5.5 | 4.3e-08 | 0.25 | 0.06 | 0.23 | FALSE |
19 | GTEx | Liver | WDR73 | 0.19 | 0.01 | enet | 20 | 0.01 | 2.0e-01 | -5.2 | 5.2 | 1.8e-07 | 0.06 | 0.06 | 0.32 | FALSE |
20 | GTEx | Liver | GOLGA6L9 | 0.15 | 0.00 | lasso | 4 | -0.01 | 7.8e-01 | 7.1 | -6.3 | 2.8e-10 | 0.56 | 0.01 | 0.66 | TRUE |
21 | GTEx | Muscle Skeletal | AP3B2 | 0.13 | 0.08 | enet | 13 | 0.10 | 7.5e-10 | 4.3 | 6.0 | 1.8e-09 | -0.45 | 1.00 | 0.00 | FALSE |
22 | GTEx | Muscle Skeletal | CPEB1 | 0.07 | 0.01 | enet | 10 | 0.04 | 4.4e-05 | 1.4 | 5.3 | 1.2e-07 | -0.48 | 0.10 | 0.28 | FALSE |
23 | GTEx | Nerve Tibial | BTBD1 | 0.16 | 0.20 | lasso | 7 | 0.20 | 2.5e-14 | 5.8 | -5.8 | 5.2e-09 | 0.55 | 0.95 | 0.05 | FALSE |
24 | GTEx | Nerve Tibial | WHAMM | 0.11 | 0.07 | lasso | 5 | 0.04 | 1.2e-03 | -5.0 | 5.3 | 1.2e-07 | -0.39 | 0.02 | 0.90 | FALSE |
25 | GTEx | Skin Not Sun Exposed Suprapubic | AP3B2 | 0.45 | 0.41 | lasso | 6 | 0.42 | 1.2e-24 | 4.3 | 5.4 | 5.9e-08 | -0.44 | 1.00 | 0.00 | FALSE |
26 | GTEx | Testis | BTBD1 | 0.06 | 0.01 | enet | 8 | 0.04 | 1.1e-02 | 4.7 | -7.4 | 2.0e-13 | 0.72 | 0.07 | 0.56 | FALSE |
27 | GTEx | Testis | RP11-152F13.7 | 0.18 | 0.02 | enet | 15 | 0.09 | 1.3e-04 | 3.7 | -5.2 | 2.2e-07 | 0.46 | 0.12 | 0.10 | FALSE |
28 | METSIM | Adipose | AP3B2 | 0.19 | 0.21 | enet | 12 | 0.21 | 8.7e-31 | 4.1 | 5.4 | 6.8e-08 | -0.41 | 1.00 | 0.00 | FALSE |
29 | METSIM | Adipose | BTBD1 | 0.04 | 0.05 | enet | 13 | 0.07 | 4.1e-10 | 5.9 | -6.9 | 4.3e-12 | 0.55 | 0.96 | 0.03 | FALSE |
30 | METSIM | Adipose | C15orf40 | 0.09 | 0.03 | enet | 13 | 0.05 | 6.9e-08 | -2.4 | 5.6 | 2.6e-08 | -0.52 | 0.56 | 0.43 | FALSE |
31 | YFS | Blood | BTBD1 | 0.02 | 0.00 | enet | 19 | 0.01 | 6.2e-03 | 3.5 | -5.8 | 5.3e-09 | 0.46 | 0.02 | 0.90 | FALSE |
32 | The Cancer Genome Atlas | Breast Invasive Carcinoma | BTBD1 | 0.02 | 0.01 | blup | 48 | 0.01 | 2.5e-03 | 6.3 | -7.0 | 2.0e-12 | 0.63 | 0.00 | 0.84 | FALSE |
33 | The Cancer Genome Atlas | Glioblastoma Multiforme | BTBD1 | 0.20 | 0.06 | lasso | 2 | 0.13 | 9.1e-05 | 6.3 | -6.4 | 1.8e-10 | 0.56 | 0.01 | 0.87 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FSD2 | 0.07 | 0.02 | blup | 61 | 0.05 | 2.7e-06 | 7.2 | 5.7 | 1.4e-08 | -0.33 | 0.01 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | HOMER2 | 0.14 | 0.05 | lasso | 4 | 0.08 | 2.0e-04 | 4.2 | 6.6 | 3.9e-11 | -0.53 | 0.15 | 0.71 | FALSE |
36 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | WHAMM | 0.14 | 0.05 | enet | 11 | 0.08 | 1.0e-04 | -5.0 | 6.0 | 1.8e-09 | -0.52 | 0.02 | 0.97 | FALSE |
37 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AP3B2 | 0.06 | 0.01 | blup | 54 | 0.03 | 5.1e-04 | 3.9 | 5.6 | 1.9e-08 | -0.31 | 0.05 | 0.11 | FALSE |
38 | The Cancer Genome Atlas | Rectum Adenocarcinoma | WHAMM | 0.25 | 0.06 | blup | 55 | 0.09 | 4.2e-03 | -5.0 | 6.6 | 4.4e-11 | -0.52 | 0.02 | 0.69 | FALSE |
39 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | BTBD1 | 0.13 | 0.12 | lasso | 3 | 0.13 | 2.8e-04 | 4.9 | -5.3 | 1.3e-07 | 0.47 | 0.03 | 0.17 | FALSE |
40 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | WHAMM | 0.14 | 0.17 | enet | 5 | 0.13 | 2.5e-04 | -7.3 | -7.5 | 5.5e-14 | 0.99 | 0.00 | 0.84 | FALSE |